There are multiple indicators and graphs to evaluate the performance of a classifier :
- Precision, Recall and F-mesure
- Sensibility and Specificity
- Cumulative Accuracy Profile (CAP) curves and Accuracy Ratio
- Receiver Operating Characteristic (ROC) curves and AUR value